Stock market volatility and business cycle: Evidence from linear and nonlinear causality tests

This paper investigates the relationship between stock market volatility and the business cycle in four major economies, namely the US, Canada, Japan and the UK. We employ both linear and nonlinear bivariate causality tests and we further conduct a multivariate analysis to explore possible spillover effects across countries. Our results suggest that there is a bidirectional causal relationship between stock market volatility and the business cycle within each country and additionally reveal that the recent financial crisis plays an important role in this context. Finally, we identify a significant impact of the US on the remaining markets.     

Australia’s equity home bias and real exchange rate volatility

The main purpose of this paper is to consider the effect of real exchange rate volatility on equity investment by Australian investors. Equity investment is of major importance to savers and investors in Australia. Also real exchange rate volatility is an important influence on Australia’s financial integration in the global economy. Analysis of the effect of real exchange rate volatility on Australia’s equity home bias is important since Australian dollar is a commodity currency. There is a close relationship between Australia’s terms of trade and real exchange rate volatility. Home bias is measured on the basis of free float-adjusted market capitalization in recognition of the fact that closely held shares are not available to ordinary investors. Real exchange rate volatility is measured by deviations from purchasing power parity on a bilateral basis between Australia and 35 countries. The cross-border equity investment data over the period 2001–2007 are from International Monetary Fund’s Coordinated Portfolio Investment Survey. Australian investors are found to invest significantly less in a country if the real exchange rate volatility of that country is relatively high (results that are robust to standard control measures and generalized method of moments).     

Exchange rates and FDI strategies of multinational enterprises

We examine the role of both the volatility and levels of exchange rates in the determination of multinational enterprises’ (MNEs) investments using a unique Korean dataset. These data provide a natural laboratory due to the Korean experience of a severe financial crisis in the late nineties. We find, first, that the behavior of foreign investors in Korea has changed following the 1997 crisis. The change in foreign direct investment (FDI) in response to exchange rate volatility is robust, while that to exchange rate level is quite mixed, which is consistent with recently developed real option-based FDI theory. Second, the effect of exchange rate volatility on FDI is persistent, whereas that of misalignment of level is only temporary, suggesting that MNEs regard volatility as a more generic determinant of foreign investment than misalignment of the exchange rate level. Third, we find strong evidence of nonlinearity between uncertainty and FDI, which may shed some light on why existing literature shows mixed results on the relation between exchange rate variables and FDI.     

Exchange rate volatility response to macroeconomic news during the global financial crisis

We investigate the volatility reaction to macroeconomic news in major currency markets during the recent global financial crisis. We first present an alternative method for determining the changes in economic states by endogenously estimating crisis thresholds. Second, we assess which macroeconomic indicator gave the earliest warning signal for the upcoming contraction. Third, we investigate whether there is a systematic change in the volatility reaction of exchange rates to news during the crisis period. We find that the estimated logistic transition function based on the housing starts data exhibits the earliest warning signal compared to other indicators. Our results suggest that although volatility response to most news indicators is larger in expansion, currency market reaction to new home sales and Fed funds rate news is larger in the crisis period. We attribute this finding to the context-specific relevance of the housing and credit sectors in the evolution of the global financial crisis.     

Relationship between gold and stock markets during the global financial crisis: Evidence from nonlinear causality tests

This paper investigates the nonlinear dynamic co-movements between gold returns, stock market returns and stock market volatility during the recent global financial crisis for the UK (FTSE 100), the US (S&P 500) and Japan (Nikkei 225). Initially, the bivariate dynamic relationships between i) gold returns and stock market returns and ii) gold returns and stock market volatility are tested; both of these relationships are further investigated in the multivariate nonlinear settings by including changes in the three-month LIBOR rates. In this paper correlation integrals based on the bivariate model show significant evidence of nonlinear feedback effect among the variables during the financial crisis period for all the countries understudy. Very limited evidence of significant feedback is found during the pre-crisis period. Results from the multivariate tests including changes in the LIBOR rates provide results similar to the bivariate results. These results imply that gold may not perform well as a safe haven during the financial crisis period due to the bidirectional interdependence between gold returns and, stock returns as well as stock market volatility. However, gold may be used as a hedge against stock market returns and volatility in stable financial conditions.     

The Effects of Oil Price on the Korean Economy: A Global VAR Approach

This article empirically explores the effects of oil price on the Korean economy using a Global VAR model. First, we evaluate the average connectedness of oil price with the Korean domestic variables over the precrisis period. We then investigate the time-varying contribution of oil price to the Korean financial and real sectors during and after the global financial crisis through recursive estimation. It is found that the contribution of oil price becomes very large in the case of real exports, equity prices, and real output, but plays a much less prevalent role in the remaining cases. In the meantime, the time-varying contribution of oil price to the Korean economy has not changed during and after the global financial crisis. Interestingly, we find that the Korean economy is affected mostly by overseas financial conditions in the short-term but it becomes more susceptible to oil price fluctuations in the long run, suggesting that Korea’s reliance on energy imports leaves the economy exposed to volatility in energy prices.     

Exchange rate exposure and the use of foreign currency derivatives in the Australian resources sector

In this paper, we provide a re-examination of the exchange rate exposure and foreign currency derivative use by Australian resources firms in the 2006–2009 period which is characterized by increased volatility caused by the global financial crisis. In particular, we consider the interaction of a resources firm's exchange rate risk exposures, foreign currency derivative use and the global financial crisis simultaneously. Conforming to expectations, our results indicate that more companies are significantly exposed to exchange rate risk since the onset of the financial crisis. However, there is a lack of evidence that the use of foreign currency derivative is more effective in alleviating exchange rate exposures during the crisis as opposed to the pre-crisis period.     

Exchange rate volatility and the time-varying effects of aggregate shocks

This paper investigates the dynamics of the real exchange rate and relative output among the US and five of its top six trading partners since the collapse of Bretton Woods. It employs long-run restrictions to identify the usual suspect macroeconomic shocks and their relative importance for exchange rate fluctuations. An improvement of the econometric application is that it allows for the contribution of each shock to the real exchange rate and relative output to vary over time. While the volatility of US output – both total and relative to that of the UK or Canada – is estimated to have substantially reduced since the mid-1980s, consistent with the Great Moderation findings of many others, the volatility of real exchange rates has experienced a gradual and continuous increase over the same period. Monetary shocks account for only a small fraction of these dynamics, although they do track well the increase in volatility of US output during the Great Inflation period. It is supply-type shocks that seem to be more important for the relative output volatility reductions of the mid-1980s. Conversely, demand shocks seem to account for the largest portion of the volatility increases in the real exchange rate. Perhaps unsurprisingly, both volatilities increase during the 2007 financial crisis and the ensuing 2008–2009 Great Recession – periods associated with higher economic uncertainty.     

On the sensitivity of the volume and volatility of bilateral trade flows to exchange rate uncertainty

We present an empirical investigation of the hypotheses that exchange rate uncertainty may have an impact on both the volume and variability of trade flows by considering a broad set of industrial countries' bilateral real trade flows over the period 1980–1998. Similar to the findings of earlier theoretical and empirical research, our first set of results shows that the impact of exchange rate uncertainty on trade flows is indeterminate. Our second set of results provides new and novel findings that exchange rate uncertainty has a consistent positive and significant effect on the volatility of bilateral trade flows, helping us better understand macroeconomic volatility.     

Exchange rate volatility and productivity growth: The role of financial development

The vast empirical exchange rate literature finds the effect of exchange rate volatility on real activity to be small or insignificant. In contrast, this paper offers empirical evidence that real exchange rate volatility can have a significant impact on productivity growth. However, the effect depends critically on a country's level of financial development. The results appear robust to time window, alternative measures of financial development and exchange rate volatility, and outliers. We also offer a simple monetary growth model in which real exchange rate uncertainty exacerbates the negative investment effects of domestic credit market constraints.     

Stock market integration between the UK and the US: Evidence over eight decades

This study investigates how the impact made on stock market integration by macroeconomic determinants such as various measures of convergence and financial volatility, as well as crisis episodes, varies over the period 1935–2015. We gauge how the level of integration between the UK and US stock markets changes across three monetary regimes during this period: pre–Bretton Woods (BW), the BW fixed exchange rate, and the post-BW flexible rates. Our empirical results suggest that integration was strongest under the post-BW regime and weakest under the BW regime. We further demonstrate that stock market integration between the two markets has been driven largely by macroeconomic convergence and financial volatility as well as by crises, especially since the demise of the BW system.     

Real effective exchange rate volatility and growth: A framework to measure advantages of flexibility vs. costs of volatility

By devising a real effective exchange rate (REER) index where bilateral exchange rates are weighted for relative trade shares, we find that the REER volatility (differently from the bilateral exchange rate volatility with the dollar) has significant impact on growth of per capita income after controlling for other variables traditionally considered in conditional convergence estimates. We also find that this (cost of volatility) effect can be reconciled with the concurring negative and significant effect on growth of the adoption of a fixed exchange rate regime (advantage of flexibility effect), where the latter may be also interpreted as the cost of choosing pegged regimes without harmonization of rules and macroeconomic policies with main trading partners. The adoption of an REER volatility measure, instead of a bilateral exchange rate with the dollar, has the advantage of making it possible a joint test for these two effects. This is because, while fixed exchange rate regimes are strongly negatively correlated, and almost collinear, with bilateral exchange rate volatility with the dollar, the correlation is much weaker when considering our REER volatility measure.     

Substitution or complementary effects between banking and stock markets: Evidence from financial openness in Taiwan

This study uses quarterly data from 1973 to 2007 to investigate the influence of financial institutions on economic growth in Taiwan. We find that the breakpoint obtained by Gregory and Hansen (1996) appears in the third quarter of 1982, which coincides with the period of financial openness. In addition, the substitution effect between credit and equity markets is improved following financial openness. The negative impact of volatility on real output before financial openness turned positive after financial openness, suggesting that appropriate volatility enhances Taiwan's economic growth under the circumstance of more matured stock market following financial openness. However, the beneficial influence of liquidity on real output before financial openness turned negative afterward, suggesting openness generated the undesirable side effect of excess liquidity that impeded economic growth. Our long-run results are essentially the same even if we take the role of the private bond market into account.     

汇率波动对出口稳定的影响：中间品进口的作用

本文在一个市场渗透率内生决定的框架中讨论汇率波动对出口稳定的影响。基于包含企业异质性的理论分析，发现汇率波动会影响出口在不同企业之间的重新配置以及企业在出口市场的进入退出决策。平均来看，汇率波动会引起企业出口金额的下降以及更多(少)地退出(进入)市场。进一步分析发现，相较其他企业，汇率波动对企业出口的负向影响对中间品进口更少以及小规模出口企业更明显，而中间品进口可以对冲汇率波动的负向作用。本文使用我国海关进出口交易数据对汇率波动如何影响出口稳定进行实证分析，结果支持了理论部分提出的假说。本文的政策性含义是，只要企业能够更加深度并优化对国际分工和全球供应链的参与，汇率弹性增强并不会对其出口带来更大的汇率风险。     

Volatility spillover in the foreign exchange market: the Indian experience

We find evidence of significant volatility co-movements and/or spillover from different financial markets to the forex market in India. Among a large number of variables examined, volatility spillovers from domestic stock, government securities, overnight index swap, Ted spread and international crude oil markets to the foreign exchange market are found to be significant. There is evidence of asymmetric reactions in the forex market volatility. Comparisons between pre-crisis and post-crisis volatility indicate that the reform measures and changes in financial markets microstructure during the crisis period had significant impact on volatility spillover. During the post-crisis period, the lagged volatility component that represents persistent or fundamental changes had significant spillover effect on forex volatility, rather than the temporary shocks component. There is evidence of a decline in the asymmetric response in the forex volatility during the post-crisis period in India.     

Exchange rate variability and the riskiness of US multinational firms: evidence from the Asian financial turmoil

This paper studies the relationship between exchange rate variability and the volatility of the returns of US multinationals. Based on a sample of US multinationals with sales in the Asia-Pacific region, we examine how exchange rate fluctuations around the 1997 Asian financial crisis affected the sensitivity of those firms to stock market risk. The empirical evidence shows that increases in exchange rate variability during the crisis were associated with statistically significant increases in stock return volatility for the multinationals. Some of the increases in volatility were systematic in nature, because the beta coefficients of the firms rose during the period of increased exchange rate variability.     

Size and earnings volatility of US bank holding companies

We examine whether bank earnings volatility depends on bank size. Using quarterly data for bank holding companies in the United States for the period 1995Q1–2010Q3 and controlling for the quality of management, leverage, and diversification, we find that bank size reduces return volatility. However, the effect is non-linear: when bank size exceeds a certain threshold (about US$5 billion) size is positively related to earnings volatility. The recent financial crisis decreased the threshold beyond which the impact of size on volatility turns positive.     

Linkages between Indian and US financial markets: impact of global financial crisis and Eurozone debt crisis

This paper examines inter-linkages between Indian and US equity, foreign exchange and money markets using the vector autoregressive-multivariate GARCH-BEKK framework. We investigate the impact of global financial crisis (GFC) and Eurozone debt crisis (EZDC) on the conditional volatility and conditional correlation estimates derived from the multivariate GARCH model for Indian and US financial markets. Our results indicate that there is significant bidirectional causality-in-mean between the Indian stock market returns and the Rs./USD market returns, and significant unidirectional causality-in-mean from the US stock market returns to the Indian stock market returns. As regards volatility spillovers, we find that volatility in the Indian stock market rises in response to domestic as well as US financial market shocks but Indian financial market shocks do not impact the US markets. Further, impact of the recent crisis episodes on the covariance matrix is found to be significant. We find that volatility in the Indian and US financial markets significantly amplified during GFC. The conditional correlations across asset markets were significantly accentuated in the wake of the two crisis episodes. The impact of GFC on cross-market conditional correlations is higher for majority of the asset market pairs in comparison to the EZDC.     

How the UK economy weathered the financial storm

Prior to the global financial crisis of 2008, the UK had the largest banking sector asset to GDP ratio among large countries, and had experienced rapid real property price increases as well as a persistent current account deficit in the preceding decade. These factors, together with its role as an international financial centre, made the UK economy particularly vulnerable to the onset of the global financial crisis. Although the initial drop in real GDP was steep, we provide evidence that the economy has weathered the financial storm better than many feared, and has fared no worse than its peer group of major economies. In this paper we assess the reasons underlying this outcome, including the possibility of exaggerated vulnerabilities, global economic recovery, the flexible supply side of the UK economy, as well as fiscal, financial and monetary policy interventions. Our analysis suggests that all of these factors played a role in cushioning the impact on the UK real economy, leading to a more benign outcome than most observers expected.     

Exchange rate volatility across financial crises

This paper studies the impact of global financial turmoil on the exchange rate policies in emerging countries. Spillovers from advanced financial markets to currencies in emerging countries are likely to be exacerbated during crisis periods. To test this hypothesis, we assess the exchange rate policies by currencies’ volatility and investigate their relationship to a global financial stress indicator, measured by the volatility on global markets. We introduce the possibility of nonlinearities by running smooth transition regressions over a sample of 21 emerging countries from January 1994 to September 2009. The results confirm that exchange rate volatility does increase more than proportionally with the global financial stress, for most countries in the sample. We also evidence regional contagion effects spreading from one emerging currency to other currencies in the neighboring area.